| Modifier and Type | Field and Description |
|---|---|
protected ClassificationAnalyser<RESULT,CLASS,OBJECT> |
ClassificationEvaluator.analyser |
| Constructor and Description |
|---|
ClassificationEvaluator(Classifier<CLASS,OBJECT> classifier,
Collection<OBJECT> objects,
Map<OBJECT,Set<CLASS>> actual,
ClassificationAnalyser<RESULT,CLASS,OBJECT> analyser)
Construct a new
ClassificationEvaluator with the given
classifier, set of objects to classify, ground truth ("actual") data and
an ClassificationAnalyser. |
ClassificationEvaluator(Classifier<CLASS,OBJECT> classifier,
org.openimaj.data.dataset.GroupedDataset<CLASS,? extends org.openimaj.data.dataset.ListDataset<OBJECT>,OBJECT> actual,
ClassificationAnalyser<RESULT,CLASS,OBJECT> analyser)
Construct a new
ClassificationEvaluator with the given
classifier, ground truth ("actual") data and an
ClassificationAnalyser. |
ClassificationEvaluator(Classifier<CLASS,OBJECT> classifier,
Map<OBJECT,Set<CLASS>> actual,
ClassificationAnalyser<RESULT,CLASS,OBJECT> analyser)
Construct a new
ClassificationEvaluator with the given
classifier, ground truth ("actual") data and an
ClassificationAnalyser. |
ClassificationEvaluator(Map<OBJECT,ClassificationResult<CLASS>> results,
Map<OBJECT,Set<CLASS>> actual,
ClassificationAnalyser<RESULT,CLASS,OBJECT> analyser)
Construct a new
ClassificationEvaluator with the given
pre-classified results, the ground truth ("actual") data and an
ClassificationAnalyser. |
| Modifier and Type | Class and Description |
|---|---|
class |
CMAnalyser<OBJECT,CLASS>
A
ClassificationAnalyser that creates Confusion Matrices. |
| Modifier and Type | Class and Description |
|---|---|
class |
ROCAnalyser<OBJECT,CLASS>
A
ClassificationAnalyser capable of producing
a Receiver Operating Characteristic curve and associated
statistics. |